swyxio/ai-notes
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notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
19 mentions on Hacker News by 2 people: 1 story, 18 comments · first 2022-09-12 · latest 2025-06-12
20082026
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for keeping up - here's the list of podcasts and newsletters i follow https://github.com/swyxio/ai-notes/blob/main/Resources/Good%...
comment by swyx · 2025-06-12 · in Becoming an AI-Native Engineer -
…or whatever for a long time for this, but i dont think anyone ever went there. publishing to github https://github.com/swyxio/ai-notes is more than sufficient.
comment by swyx · 2024-07-24 · in Learn in Public (2018) -
yes. my pics of youtubers (some news, but some paper reviews too) here https://github.com/swyxio/ai-notes/blob/main/Resources/Good%...
comment by swyx · 2024-07-20 · in What happened to BERT and T5? -
…writers and youtubers who explain these things for a typical SWE audience if you are interested. https://github.com/swyxio/ai-notes/blob/main/Resources/Good%...
comment by swyx · 2023-12-20 · in Implementation of Mamba in one file of PyTorch -
…as such but i linked to some good examples in my sept recap https://www.latent.space/p/sep-2023 https://github.com/swyxio/ai-notes/blob/main/Monthly%20Notes...
comment by swyx · 2023-11-30 · in Visual Anagrams: Generating optical illusions with diffusion models -
https://github.com/swyxio/ai-notes/blob/main/IMAGE_PROMPTS.m...
comment by swyx · 2023-11-29 · in SDXL Turbo: A Real-Time Text-to-Image Generation Model -
added to my notes! https://github.com/swyxio/ai-notes/
comment by swyx · 2023-08-17 · in DeepEval – Unit Testing for LLMs -
and here are mine, organized by beginner/intermediate/advanced https://github.com/swyxio/ai-notes/blob/main/README.md#top-a... and then you can go into the individual modality specific notes for more reading
comment by swyx · 2023-06-05 · in Generative AI learning path -
…take PRs if any volunteers!) but here's my equivalent repo of reading materials in case it helps https://github.com/sw-yx/ai-notes/tree/main#top-ai-reads
comment by swyx · 2023-03-28 · in LLMs and GPT: Some of my favorite learning materials -
not GP (hoping he responds tho) but i've been collecting a couple of diarization options: https://github.com/sw-yx/ai-notes/blob/main/AUDIO.md basically whisper.cpp has some support but its not great (based on my own testing) -…
comment by swyx · 2023-02-13 · in Show HN: Self-host Whisper As a Service with GUI and queueing -
there's https://learnprompting.org/ i've also been keeping a popular series of notes https://github.com/sw-yx/ai-notes/blob/main/TEXT_PROMPTS.md
comment by swyx · 2023-01-27 · in Show HN: YouTube Summaries Using GPT -
yup there are a range of "CLIP interrogators" out there. behold my collection https://github.com/sw-yx/ai-notes/blob/main/stub%20notes/IMA...
comment by swyx · 2022-12-28 · in Reverse-engineering the source prompts of Notion AI -
Direct link to the source prompts are here: https://github.com/sw-yx/ai-notes/blob/main/Resources/Notion... 42 days from waitlist ( https://news.ycombinator.com/item?id=33623201 ) to pwning. first time i've ever tried to do anything like…
comment by swyx · 2022-12-28 · in Reverse-engineering the source prompts of Notion AI -
…i've seen you around but somehow forgot to add. I've put you in as a distro since you bundle SD: https://github.com/sw-yx/prompt-eng/blob/main/README.md#sd-d...
comment by swyx · 2022-10-11 · in Show HN: InvokeAI, an open source Stable Diffusion toolkit and WebUI -
since its paid, i'd classify you as a distro :) https://github.com/sw-yx/prompt-eng/blob/main/README.md#sd-d...
comment by swyx · 2022-10-11 · in Show HN: InvokeAI, an open source Stable Diffusion toolkit and WebUI -
…hard for me to trace the universe of stable diffusion forks so ive been maintaining a list here: https://github.com/sw-yx/prompt-eng#sd-major-forks please let me know/send PRs if i missed anything, its been a couple months so i'm overdue…
comment by swyx · 2022-10-10 · in Show HN: InvokeAI, an open source Stable Diffusion toolkit and WebUI -
i've been collecting other explanations of how SD works here: https://github.com/sw-yx/prompt-eng#sd-model-values
comment by swyx · 2022-10-04 · in The Illustrated Stable Diffusion -
i've been putting together a guide to prompts here https://github.com/sw-yx/prompt-eng/blob/main/PROMPTS.md
comment by swyx · 2022-09-12 · in Diffusion Bee: Stable Diffusion GUI App for M1 Mac